SDoH-Aware Narrative Anchoring Bias in Medical LLMs for Trustworthy Clinical Decision Support
arXiv:2608.22802v1 Announce Type: cross Abstract: Medical large language models are often judged by how many clinical questions they answer correctly.…
AI-based worker guidance in assembly and disassembly operations using multimodal ego/exo-centric data capture and structured task knowledge
arXiv:2608.22617v1 Announce Type: cross Abstract: Assembly and disassembly processes rely on expert knowledge that is difficult to document, reuse, and…
What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for VLMs
arXiv:2608.00013v2 Announce Type: replace-cross Abstract: Choosing the right large language model (LLM) backbone is the most consequential decision when building…
Atom Learning Model (ALM): how a real classroom got tokenised
arXiv:2608.21106v2 Announce Type: replace-cross Abstract: The Atom Learning Model (ALM) tokenises a school curriculum. Two secondary mathematics textbooks were read…
Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection
arXiv:2608.20169v2 Announce Type: replace-cross Abstract: We present a novel approach to efficient LLM harness optimization through adaptive validation task selection.…
E2LLM: Towards Efficient LLM Serving in Heterogeneous Edge/Fog Environments
arXiv:2606.03770v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have become integral to modern applications, yet their deployment remains challenging.…
Divisive Normalization Shapes Low-Rank Slow Manifolds for Continuous Working Memory
arXiv:2608.01947v2 Announce Type: replace-cross Abstract: The ability to robustly maintain and update continuous variables is a hallmark of working memory.…
Triplet2Track: A Hierarchical System with Object-Centric Representations for Reliable Long-Horizon Manipulation
arXiv:2608.22800v1 Announce Type: cross Abstract: Ensuring reliability in uncertain environments remains difficult for long-horizon robotic manipulation. End-to-end VLA models are…
Separating Covariate Shift from Mechanism Change with Two Discriminators: CJSD, a Conditional Discrepancy with an Exact Covariate-Concept Decomposition
arXiv:2608.19885v2 Announce Type: replace-cross Abstract: After the inputs X are known, how much additional information does the label Y carry…